Neural Networks with Small Weights and Depth-Separation Barriers

Neural Networks with Small Weights and Depth-Separation Barriers

31 May 2020

Gal Vardi

Papers citing "Neural Networks with Small Weights and Depth-Separation Barriers"

6 / 6 papers shown

Title
On Algebraic Constructions of Neural Networks with Small Weights Kordag Mehmet Kilic Jin Sima J. Bruck 27 2 0 17 May 2022
Optimization-Based Separations for Neural Networks Itay Safran Jason D. Lee 185 14 0 04 Dec 2021
Depth separation beyond radial functions Luca Venturi Samy Jelassi Tristan Ozuch Joan Bruna 19 15 0 02 Feb 2021
The Connection Between Approximation, Depth Separation and Learnability in Neural Networks Eran Malach Gilad Yehudai Shai Shalev-Shwartz Ohad Shamir 21 20 0 31 Jan 2021
Size and Depth Separation in Approximating Benign Functions with Neural Networks Gal Vardi Daniel Reichman T. Pitassi Ohad Shamir 28 7 0 30 Jan 2021
Benefits of depth in neural networks Matus Telgarsky 153 603 0 14 Feb 2016